sex diffs july 2020 figs and model selection to run on pod

PACKAGES

IMPORT DATAFRAMES (will need to change these paths on different devices!)

DATA CLEANUP/SETUP

filtering by video must be at least 6 minutes long

as of 5/20 NOT filtering by entering both zones in the video (lose a majority of the dataset when I do that)

## [1] "NOV1_round1_0508_harry_female_black_12pm_tank3_part1_2019-09-11T184958_907.csv"
## [1] 1
## [1] "NOV1_round1_0508_harry_female_black_12pm_tank3_part2_2019-10-14T155007_704.csv"
## [1] "NOV1_round1_0508_harry_female_blue_1pm_tank1_2019-09-18T181158_177.csv"
## [1] 2
## [1] "NOV1_round1_0508_harry_female_green_1pm_tank1_2019-09-18T184858_917.csv"
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## [1] "NOV1_round1_0508_harry_female_orange_12pm_tank2_2019-09-18T192441_667.csv"
## [1] 4
## [1] "NOV1_round1_0508_harry_female_purple_12pm_tank3_2019-09-19T140743_674.csv"
## [1] 5
## [1] "NOV1_round1_0508_harry_female_yellow_12pm_tank2_part1_2019-09-19T152623_955.csv"
## [1] 6
## [1] "NOV1_round1_0508_harry_female_yellow_12pm_tank2_part2_2019-09-19T154224_701.csv"
## [1] "NOV1_round1_0508_harry_male_black_12pm_tank4_part1_2019-09-19T154639_022.csv"
## [1] 7
## [1] "NOV1_round1_0508_harry_male_black_12pm_tank4_part2_2019-09-23T150835_149.csv"
## [1] "NOV1_round1_0508_harry_male_blue_12pm_tank3_2019-09-23T151648_401.csv"
## [1] 8
## [1] "NOV1_round1_0508_harry_male_green_12pm_tank2_2019-09-23T152744_459.csv"
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## [1] "NOV1_round1_0508_harry_male_orange_12pm_tank3_part1_2019-09-23T155031_060.csv"
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## [1] "NOV1_round1_0508_harry_male_orange_12pm_tank3_part2_2019-09-23T180456_427.csv"
## [1] "NOV1_round1_0508_harry_male_pink_1pm_tank2_part1_2019-09-23T182452_138.csv"
## [1] 11
## [1] "NOV1_round1_0508_harry_male_pink_1pm_tank2_part2_2019-09-23T183211_973.csv"
## [1] "NOV1_round1_0508_harry_male_purple_1pm_tank1_2019-09-23T184036_401.csv"
## [1] 12
## [1] "NOV1_round1_0508_harry_male_white_1pm_tank1_2019-09-23T184318_843.csv"
## [1] 13
## [1] "NOV1_round2_0508_cooper_female_black_3pm_tank3_part1_2019-09-25T190234_202.csv"
## [1] 14
## [1] "NOV1_round2_0508_cooper_female_black_3pm_tank3_part2_2019-09-25T191736_859.csv"
## [1] "NOV1_round2_0508_cooper_female_blue_3pm_tank1_2019-09-25T191929_461.csv"
## [1] 15
## [1] "NOV1_round2_0508_cooper_female_green_3pm_tank4_2019-09-25T193630_776.csv"
## [1] 16
## [1] "NOV1_round2_0508_cooper_female_orange_3pm_tank4_2019-09-30T151613_406.csv"
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## [1] "NOV1_round2_0508_cooper_female_pink_3pm_tank2_part1_2019-09-30T152131_239.csv"
## [1] 18
## [1] "NOV1_round2_0508_cooper_female_pink_3pm_tank2_part2_2019-09-30T152421_111.csv"
## [1] "NOV1_round2_0508_cooper_female_purple_3pm_tank3_2019-09-30T154130_386.csv"
## [1] 19
## [1] "NOV1_round2_0508_cooper_female_yellow_3pm_tank1_part1_2019-09-30T181229_458.csv"
## [1] 20
## [1] "NOV1_round2_0508_cooper_female_yellow_3pm_tank1_part2_2019-09-30T181958_898.csv"
## [1] "NOV1_round2_0508_cooper_male_black_2pm_tank4_2019-09-30T183635_801.csv"
## [1] 21
## [1] "NOV1_round2_0508_cooper_male_blue_2pm_tank2_2019-09-30T190030_908.csv"
## [1] 22
## [1] "NOV1_round2_0508_cooper_male_green_2pm_tank4_2019-09-30T191618_050.csv"
## [1] 23
## [1] "NOV1_round2_0508_cooper_male_orange_2pm_tank3_2019-09-30T192510_186.csv"
## [1] 24
## [1] "NOV1_round2_0508_cooper_male_pink_2pm_tank1_2019-09-30T192726_906.csv"
## [1] 25
## [1] "NOV1_round2_0508_cooper_male_purple_2pm_tank1_part1_2019-09-30T194418_648.csv"
## [1] 26
## [1] "NOV1_round2_0508_cooper_male_purple_2pm_tank1_part2_2019-10-01T141541_998.csv"
## [1] "NOV1_round2_0508_cooper_male_white_2pm_tank2_2019-10-01T143029_384.csv"
## [1] 27
## [1] "NOV1_round2_0508_cooper_male_yellow_3pm_tank3_2019-10-01T144920_137.csv"
## [1] 28
## [1] "NOV1_round3_0605_audrey_female_black_12pm_tank1_part1_2019-10-03T145224_649.csv"
## [1] 29
## [1] "NOV1_round3_0605_audrey_female_black_12pm_tank1_part2_2019-10-03T150119_577.csv"
## [1] "NOV1_round3_0605_audrey_female_blue_12pm_tank2_2019-10-03T150609_873.csv"
## [1] 30
## [1] "NOV1_round3_0605_audrey_female_green_12pm_tank2_part1_2019-10-03T152408_359.csv"
## [1] 31
## [1] "NOV1_round3_0605_audrey_female_green_12pm_tank2_part2_2019-10-03T204707_316.csv"
## [1] "NOV1_round3_0605_audrey_female_orange_12pm_2019-10-03T210706_290.csv"
## [1] 32
## [1] "NOV1_round3_0605_audrey_female_pink_12pm_tank3_2019-10-07T150417_441.csv"
## [1] 33
## [1] "NOV1_round3_0605_audrey_female_purple_12pm_tank1_2019-10-07T152636_168.csv"
## [1] 34
## [1] "NOV1_round3_0605_audrey_female_white_12pm_tank1_2019-10-07T154314_073.csv"
## [1] 35
## [1] "NOV1_round3_0605_audrey_male_black_11am_tank2_2019-10-07T180648_327.csv"
## [1] 36
## [1] "NOV1_round3_0605_audrey_male_green_11am_tank2_part1_2019-10-07T185241_672.csv"
## [1] 37
## [1] "NOV1_round3_0605_audrey_male_green_11am_tank2_part2_2019-10-07T190429_573.csv"
## [1] "NOV1_round3_0605_audrey_male_orange_11am_tank3_part1_2019-10-07T192812_849.csv"
## [1] 38
## [1] "NOV1_round3_0605_audrey_male_orange_11am_tank3_part2_2019-10-07T193630_432.csv"
## [1] "NOV1_round3_0605_audrey_male_pink_11am_tank3_2019-10-08T145648_224.csv"
## [1] 39
## [1] "NOV1_round3_0605_audrey_male_purple_11am_tank1_2019-10-09T150443_565.csv"
## [1] 40
## [1] "NOV1_round3_0605_audrey_male_white_11am_tank1_2019-10-09T152656_415.csv"
## [1] 41
## [1] "NOV1_round3_0605_audrey_male_yellow_11am_tank4_2019-10-09T181934_344.csv"
## [1] 42
## [1] "NOV1_round4_0605_cooper_female_black_1pm_tank2_2019-10-21T151800_371.csv"
## [1] 43
## [1] "NOV1_round4_0605_cooper_female_blue_1pm_tank1_part1_2019-10-21T180713_152.csv"
## [1] 44
## [1] "NOV1_round4_0605_cooper_female_blue_1pm_tank1_part2_2019-10-21T182215_668.csv"
## [1] "NOV1_round4_0605_cooper_female_green_1pm_tank2_2019-10-21T183428_683.csv"
## [1] 45
## [1] "NOV1_round4_0605_cooper_female_orange_1pm_tank3_2019-10-21T184426_982.csv"
## [1] 46
## [1] "NOV1_round4_0605_cooper_female_pink_1pm_tank3_2019-10-21T190341_083.csv"
## [1] 47
## [1] "NOV1_round4_0605_cooper_female_white_1pm_tank1_2019-10-21T191130_957.csv"
## [1] 48
## [1] "NOV1_round4_0605_cooper_female_yellow_1pm_tank3_part1_2019-10-21T191658_827.csv"
## [1] 49
## [1] "NOV1_round4_0605_cooper_female_yellow_1pm_tank3_part2_2019-10-21T192456_715.csv"
## [1] "NOV1_round4_0605_cooper_male_black_12pm_tank3_2019-10-22T141704_435.csv"
## [1] 50
## [1] "NOV1_round4_0605_cooper_male_blue_12pm_tank2_2019-10-22T143518_128.csv"
## [1] 51
## [1] "NOV1_round4_0605_cooper_male_green_12pm_tank3_part1_2019-10-22T145329_733.csv"
## [1] 52
## [1] "NOV1_round4_0605_cooper_male_green_12pm_tank3_part2_2019-10-22T151442_782.csv"
## [1] "NOV1_round4_0605_cooper_male_orange_12pm_tank1_2019-10-23T150904_267.csv"
## [1] 53
## [1] "NOV1_round4_0605_cooper_male_pink_12pm_tank4_2019-10-23T151747_282.csv"
## [1] 54
## [1] "NOV1_round4_0605_cooper_male_purple_12pm_tank1_part1_2019-10-23T153728_507.csv"
## [1] 55
## [1] "NOV1_round4_0605_cooper_male_purple_12pm_tank1_part2_2019-10-23T181011_805.csv"
## [1] "NOV1_round4_0605_cooper_male_white_12pm_tank2_2019-10-23T184051_630.csv"
## [1] 56
## [1] "NOV1_round4_0605_cooper_male_yellow_12pm_tank1_2019-10-23T185711_931.csv"
## [1] 57
## [1] "NOV1_round5_0703_harry_female_black_10am_tank3_2019-10-28T181111_687.csv"
## [1] 58
## [1] "NOV1_round5_0703_harry_female_blue_10am_tank2_2019-10-28T183630_572.csv"
## [1] 59
## [1] "NOV1_round5_0703_harry_female_green_11am_tank3_2019-10-28T185750_454.csv"
## [1] 60
## [1] "NOV1_round5_0703_harry_female_pink_11am_tank4_2019-10-28T191904_391.csv"
## [1] 61
## [1] "NOV1_round5_0703_harry_female_purple_10am_tank1_2019-10-28T192625_123.csv"
## [1] 62
## [1] "NOV1_round5_0703_harry_female_white_11am_tank2_2019-10-29T143825_729.csv"
## [1] 63
## [1] "NOV1_round5_0703_harry_female_yellow_11am_tank1_part1_2019-10-30T151657_674.csv"
## [1] 64
## [1] "NOV1_round5_0703_harry_female_yellow_11am_tank1_part2_2019-10-30T153430_505.csv"
## [1] "NOV1_round5_0703_harry_male_black_10am_tank3_2019-10-30T181537_482.csv"
## [1] 65
## [1] "NOV1_round5_0703_harry_male_blue_10am_tank2_2019-10-30T182927_083.csv"
## [1] 66
## [1] "NOV1_round5_0703_harry_male_green_10am_tank3_2019-10-30T190158_957.csv"
## [1] 67
## [1] "NOV1_round5_0703_harry_male_orange_10am_tank4_part1_2019-10-30T190828_026.csv"
## [1] 68
## [1] "NOV1_round5_0703_harry_male_orange_10am_tank4_part2_2019-10-30T193708_176.csv"
## [1] "NOV1_round5_0703_harry_male_pink_10am_tank4_2019-10-31T141752_595.csv"
## [1] 69
## [1] "NOV1_round5_0703_harry_male_purple_10am_tank1_2019-10-28T193939_661.csv"
## [1] 70
## [1] "NOV1_round5_0703_harry_male_white_10am_tank2_part1_2019-10-31T144921_599.csv"
## [1] 71
## [1] "NOV1_round5_0703_harry_male_white_10am_tank2_part2_2019-10-31T153310_074.csv"
## [1] "NOV1_round5_0703_harry_male_yellow_10am_tank1_part1_2019-11-04T160619_283.csv"
## [1] 72
## [1] "NOV1_round5_0703_harry_male_yellow_10am_tank1_part2_2019-11-04T161543_540.csv"
## [1] "NOV1_round6_0703_cooper_female_purple_12pm_tank1_part1_2019-09-09T153251_702.csv"
## [1] 73
## [1] "NOV1_round6_0703_cooper_female_purple_12pm_tank1_part2_2019-09-09T181704_199.csv"
## [1] "NOV1_round6_0703_cooper_female_yellow_12pm_tank1_2019-09-09T183932_271.csv"
## [1] 74
## [1] "NOV1_round6_0703_cooper_male_black_11am_tank3_part1_2019-09-09T193521_689.csv"
## [1] 75
## [1] "NOV1_round6_0703_cooper_male_black_11am_tank3_part2_2019-09-09T193847_607.csv"
## [1] "NOV1_round6_0703_cooper_male_blue_11am_tank2_part1_2019-09-10T141418_896.csv"
## [1] 76
## [1] "NOV1_round6_0703_cooper_male_blue_11am_tank2_part2_2019-09-10T142834_635.csv"
## [1] "NOV1_round6_0703_cooper_male_orange_11am_tank1_2019-09-10T145455_281.csv"
## [1] 77
## [1] "NOV1_round6_0703_cooper_male_pink_11am_tank3_2019-09-11T150845_244.csv"
## [1] 78
## [1] "NOV1_round6_0703_cooper_male_purple_11am_tank1_2019-09-11T153403_422.csv"
## [1] 79
## [1] "NOV1_round7_0731_harry_female_black_11am_tank3_part1_2019-11-05T161443_031.csv"
## [1] 80
## [1] "NOV1_round7_0731_harry_female_black_11am_tank3_part2_2019-11-05T162231_784.csv"
## [1] "NOV1_round7_0731_harry_female_blue_11am_tank1_part1_2019-11-05T162900_214.csv"
## [1] 81
## [1] "NOV1_round7_0731_harry_female_blue_11am_tank1_part2_2019-11-06T161218_494.csv"
## [1] "NOV1_round7_0731_harry_female_green_11am_tank4_part1_2019-11-06T162604_464.csv"
## [1] 82
## [1] "NOV1_round7_0731_harry_female_green_11am_tank4_part2_2019-11-06T191743_789.csv"
## [1] "NOV1_round7_0731_harry_female_orange_11am_tank4_2019-11-06T193922_374.csv"
## [1] 83
## [1] "NOV1_round7_0731_harry_female_pink_11am_tank2_part1_2019-11-06T200734_907.csv"
## [1] 84
## [1] "NOV1_round7_0731_harry_female_pink_11am_tank2_part2_2019-11-06T201923_803.csv"
## [1] "NOV1_round7_0731_harry_female_purple_11am_tank1_2019-11-06T203301_044.csv"
## [1] 85
## [1] "NOV1_round7_0731_harry_female_white_11am_tank2_2019-11-08T201732_256.csv"
## [1] 86
## [1] "NOV1_round7_0731_harry_female_yellow_11am_tank3_2019-11-11T160657_802.csv"
## [1] 87
## [1] "NOV1_round7_0731_harry_male_blue_10am_tank2_2019-11-11T163322_185.csv"
## [1] 88
## [1] "NOV1_round7_0731_harry_male_green_10am_tank1_part1_2019-11-11T190506_651.csv"
## [1] 89
## [1] "NOV1_round7_0731_harry_male_green_10am_tank1_part2_2019-11-11T193418_093.csv"
## [1] "NOV1_round7_0731_harry_male_orange_10am_tank4_2019-11-11T193658_573.csv"
## [1] 90
## [1] "NOV1_round7_0731_harry_male_pink_10am_tank1_2019-11-11T200626_596.csv"
## [1] 91
## [1] "NOV1_round7_0731_harry_male_purple_10am_tank2_part1_2019-11-11T202353_203.csv"
## [1] 92
## [1] "NOV1_round7_0731_harry_male_purple_10am_tank2_part2_2019-11-11T204500_421.csv"
## [1] "NOV1_round7_0731_harry_male_white_10am_tank3_part1_2019-11-11T204844_781.csv"
## [1] 93
## [1] "NOV1_round7_0731_harry_male_white_10am_tank3_part2_2019-11-12T152945_275.csv"
## [1] "NOV1_round7_0731_harry_male_yellow_10am_tank3_2019-11-12T154807_978.csv"
## [1] 94
## [1] "NOV1_round8_0731_cooper_female_black_12pm_tank3_2019-11-14T150846_979.csv"
## [1] 95
## [1] "NOV1_round8_0731_cooper_female_blue_12pm_tank2_2019-11-18T200833_829.csv"
## [1] 96
## [1] "NOV1_round8_0731_cooper_female_green_12pm_tank2_2019-11-14T153136_154.csv"
## [1] 97
## [1] "NOV1_round8_0731_cooper_female_orange_12pm_tank3_part1_2019-11-14T155130_190.csv"
## [1] 98
## [1] "NOV1_round8_0731_cooper_female_orange_12pm_tank3_part2_2019-11-14T155802_037.csv"
## [1] "NOV1_round8_0731_cooper_female_pink_12pm_tank4_2019-11-14T161228_369.csv"
## [1] 99
## [1] "NOV1_round8_0731_cooper_female_purple_12pm_tank1_2019-11-18T160339_699.csv"
## [1] 100
## [1] "NOV1_round8_0731_cooper_female_white_12pm_tank1_2019-11-18T195246_931.csv"
## [1] 101
## [1] "NOV1_round8_0731_cooper_female_yellow_12pm_tank4_2019-11-14T163248_873.csv"
## [1] 102
## [1] "NOV1_round8_0731_cooper_male_black_11am_tank4_2019-11-18T203452_558.csv"
## [1] 103
## [1] "NOV1_round8_0731_cooper_male_blue_11am_tank1_2019-11-19T151839_029.csv"
## [1] 104
## [1] "NOV1_round8_0731_cooper_male_green_12pm_tank4_part1_2019-11-18T162937_421.csv"
## [1] 105
## [1] "NOV1_round8_0731_cooper_male_green_12pm_tank4_part2_2019-11-18T164300_775.csv"
## [1] "NOV1_round8_0731_cooper_male_orange_12pm_tank2_part1_2019-11-18T190714_991.csv"
## [1] 106
## [1] "NOV1_round8_0731_cooper_male_orange_12pm_tank2_part2_2019-11-18T192100_863.csv"
## [1] "NOV1_round8_0731_cooper_male_pink_12pm_tank1_part1_2019-11-18T192852_341.csv"
## [1] 107
## [1] "NOV1_round8_0731_cooper_male_pink_12pm_tank1_part2_2019-11-18T194457_888.csv"
## [1] "NOV1_round8_0731_cooper_male_purple_11am_tank3_2019-11-19T153705_437.csv"
## [1] 108
## [1] "NOV1_round8_0731_cooper_male_white_11am_tank2_2019-11-19T154741_267.csv"
## [1] 109
## [1] "NOV1_round8_0731_cooper_male_yellow_12pm_tank3_2019-11-19T161005_779.csv"
## [1] 110
## [1] "NOV2_round1_0515_harry_female_black_11am_tank2_part1_2019-09-24T141312_565.csv"
## [1] "NOV2_round1_0515_harry_female_black_11am_tank2_part2_2019-09-24T143005_885.csv"
## [1] "NOV2_round1_0515_harry_female_blue_11am_tank1_2019-09-24T143802_453.csv"
## [1] "NOV2_round1_0515_harry_female_green_11am_tank3_2019-09-24T145407_087.csv"
## [1] "NOV2_round1_0515_harry_female_orange_11am_tank4_2019-09-24T150739_906.csv"
## [1] "NOV2_round1_0515_harry_female_purple_11am_tank1_2019-09-24T152332_785.csv"
## [1] "NOV2_round1_0515_harry_female_white_11am_tank2_2019-09-25T150755_733.csv"
## [1] "NOV2_round1_0515_harry_male_black_11am_tank2_2019-09-25T153213_732.csv"
## [1] "NOV2_round1_0515_harry_male_blue_11am_tank1_2019-09-25T183348_627.csv"
## [1] "NOV2_round1_0515_harry_male_pink_11am_tank4_part1_2019-09-25T180844_275.csv"
## [1] "NOV2_round1_0515_harry_male_pink_11am_tank4_part2_2019-09-25T182841_890.csv"
## [1] "NOV2_round1_0515_harry_male_white_11am_tank3_2019-09-25T183733_569.csv"
## [1] "NOV2_round2_0515_cooper_female_black_12pm_tank3_2019-10-01T150808_012.csv"
## [1] "NOV2_round2_0515_cooper_female_blue_12pm_tank1_part1_2019-10-01T151920_307.csv"
## [1] "NOV2_round2_0515_cooper_female_blue_12pm_tank1_part2_2019-10-01T152342_626.csv"
## [1] "NOV2_round2_0515_cooper_female_green_12pm_tank4_2019-10-02T150245_501.csv"
## [1] "NOV2_round2_0515_cooper_female_orange_12pm_tank2_2019-10-02T151129_072.csv"
## [1] "NOV2_round2_0515_cooper_female_pink_12pm_tank1_2019-10-02T152819_916.csv"
## [1] "NOV2_round2_0515_cooper_female_purple_12pm_tank3_2019-10-02T181024_154.csv"
## [1] "NOV2_round2_0515_cooper_female_yellow_12pm_tank2_2019-10-02T183728_435.csv"
## [1] "NOV2_round2_0515_cooper_male_black_12pm_tank4_2019-10-02T185605_450.csv"
## [1] "NOV2_round2_0515_cooper_male_green_12pm_tank1_2019-10-02T192727_597.csv"
## [1] "NOV2_round2_0515_cooper_male_orange_12pm_tank3_2019-10-03T141643_562.csv"
## [1] "NOV2_round2_0515_cooper_male_pink_12pm_tank2_2019-10-03T142656_312.csv"
## [1] "NOV2_round3_0612_audrey_female_black_1pm_tank2_2019-10-09T194515_459.csv"
## [1] "NOV2_round3_0612_audrey_female_green_1pm_tank4_2019-10-10T150606_744.csv"
## [1] "NOV2_round3_0612_audrey_female_pink_2pm_tank1_2019-10-10T152110_645.csv"
## [1] "NOV2_round3_0612_audrey_female_purple_1pm_tank1_2019-10-10T153530_502.csv"
## [1] "NOV2_round3_0612_audrey_female_white_1pm_tank3_2019-10-17T141853_973.csv"
## [1] "NOV2_round3_0612_audrey_male_green_1pm_tank3_2019-10-17T145403_369.csv"
## [1] "NOV2_round3_0612_audrey_male_orange_1pm_tank1_2019-10-17T150041_479.csv"
## [1] "NOV2_round3_0612_audrey_male_pink_1pm_tank4_2019-10-17T150738_542.csv"
## [1] "NOV2_round3_0612_audrey_male_white_1pm_tank2_2019-10-21T150506_729.csv"
## [1] "NOV2_round3_0612_audrey_male_white_1pm_tank2_part1_2019-10-17T151321_830.csv"
## [1] "NOV2_round4_0612_cooper_female_black_2pm_tank3_2019-10-09T200443_374.csv"
## [1] "NOV2_round4_0612_cooper_female_blue_2pm_tank2_2019-10-09T200647_547.csv"
## [1] "NOV2_round4_0612_cooper_female_orange_2pm_tank4_2019-10-23T191807_503.csv"
## [1] "NOV2_round4_0612_cooper_female_pink_4pm_tank3_2019-10-23T192431_352.csv"
## [1] "NOV2_round4_0612_cooper_female_white_4pm_tank2_2019-10-23T193500_772.csv"
## [1] "NOV2_round4_0612_cooper_female_yellow_4pm_tank1_2019-10-24T141533_947.csv"
## [1] "NOV2_round4_0612_cooper_male_blue_3pm_tank1_2019-10-24T142123_150.csv"
## [1] "NOV2_round4_0612_cooper_male_green_3pm_tank3_2019-10-24T142924_651.csv"
## [1] "NOV2_round4_0612_cooper_male_pink_3pm_tank4_2019-10-24T144531_050.csv"
## [1] "NOV2_round4_0612_cooper_male_yellow_3pm_tank2_2019-10-28T152138_397.csv"
## [1] "NOV2_round5_0710_harry_female_black_9am_tank3_2019-11-05T151256_155.csv"
## [1] "NOV2_round5_0710_harry_female_blue_9am_tank2_2019-11-04T161857_066.csv"
## [1] "NOV2_round5_0710_harry_female_green_10am_tank2_2019-11-04T163826_261.csv"
## [1] "NOV2_round5_0710_harry_female_purple_9am_tank1_part1_2019-11-04T190443_863.csv"
## [1] "NOV2_round5_0710_harry_female_purple_9am_tank1_part2_2019-11-04T191511_704.csv"
## [1] "NOV2_round5_0710_harry_female_white_10am_tank1_2019-11-04T192043_613.csv"
## [1] "NOV2_round5_0710_harry_female_yellow_9am_tank4_2019-11-05T153527_801.csv"
## [1] "NOV2_round5_0710_harry_male_green_9am_tank3_part1_2019-11-04T194210_690.csv"
## [1] "NOV2_round5_0710_harry_male_green_9am_tank3_part2_2019-11-04T200610_409.csv"
## [1] "NOV2_round5_0710_harry_male_pink_9am_tank4_part1_2019-11-05T155910_386.csv"
## [1] "NOV2_round5_0710_harry_male_pink_9am_tank4_part2_2019-11-05T161047_983.csv"
## [1] "NOV2_round5_0710_harry_male_white_9am_tank2_2019-11-04T201317_429.csv"
## [1] "NOV2_round5_0710_harry_male_yellow_9am_tank1_2019-11-04T204129_464.csv"
## [1] "NOV2_round6_0710_cooper_female_black_10am_tank3_part1_2019-09-11T192152_288.csv"
## [1] "NOV2_round6_0710_cooper_female_black_10am_tank3_part2_2019-09-11T192840_700.csv"
## [1] "NOV2_round6_0710_cooper_female_blue_10am_tank2_part1_2019-09-12T151445_252.csv"
## [1] "NOV2_round6_0710_cooper_female_blue_10am_tank2_part2_2019-09-16T150144_984.csv"
## [1] "NOV2_round6_0710_cooper_female_green_11am_tank3_2019-09-16T152253_555.csv"
## [1] "NOV2_round6_0710_cooper_female_orange_10am_tank4_2019-09-16T183502_191.csv"
## [1] "NOV2_round6_0710_cooper_female_pink_11am_tank4_2019-09-16T185223_034.csv"
## [1] "NOV2_round6_0710_cooper_female_purple_10am_tank1_2019-09-16T191353_560.csv"
## [1] "NOV2_round6_0710_cooper_female_white_11am_tank2_2019-09-16T191653_446.csv"
## [1] "NOV2_round6_0710_cooper_female_yellow_11am_tank1_2019-09-17T141450_492.csv"
## [1] "NOV2_round6_0710_cooper_male_black_10am_tank1_2019-09-17T142257_258.csv"
## [1] "NOV2_round6_0710_cooper_male_green_10am_tank4_2019-09-17T143335_965.csv"
## [1] "NOV2_round6_0710_cooper_male_white_10am_tank3_2019-09-17T150240_090.csv"
## [1] "NOV2_round6_0710_cooper_male_yellow_10am_tank2_2019-09-18T152129_982.csv"
## [1] "NOV2_round7_0807_harry_female_black_9am_tank3_2019-11-12T160634_625.csv"
## [1] "NOV2_round7_0807_harry_female_blue_9am_tank4_2019-11-12T161556_350.csv"
## [1] "NOV2_round7_0807_harry_female_green_9am_tank2_2019-11-13T192244_296.csv"
## [1] "NOV2_round7_0807_harry_female_orange_9am_tank4_2019-11-12T162255_257.csv"
## [1] "NOV2_round7_0807_harry_female_pink_9am_tank2_part1_2019-11-13T161415_889.csv"
## [1] "NOV2_round7_0807_harry_female_pink_9am_tank2_part2_2019-11-13T162222_779.csv"
## [1] "NOV2_round7_0807_harry_female_purple_9am_tank3_part1_2019-11-13T163422_171.csv"
## [1] "NOV2_round7_0807_harry_female_purple_9am_tank3_part2_2019-11-13T191225_688.csv"
## [1] "NOV2_round7_0807_harry_female_white_9am_tank1_2019-11-13T191458_331.csv"
## [1] "NOV2_round7_0807_harry_female_yellow_9am_tank1_2019-11-13T194242_643.csv"
## [1] "NOV2_round7_0807_harry_male_blue_9am_tank1_2019-11-13T195738_982.csv"
## [1] "NOV2_round7_0807_harry_male_green_9am_tank4_part1_2019-11-13T200440_160.csv"
## [1] "NOV2_round7_0807_harry_male_green_9am_tank4_part2_2019-11-13T200807_455.csv"
## [1] "NOV2_round7_0807_harry_male_white_9am_tank3_2019-11-13T201643_993.csv"
## [1] "NOV2_round7_0807_harry_male_yellow_9am_tank2_2019-11-13T202124_274.csv"
## [1] "NOV2_round8_0807_cooper_female_black_10am_tank2_part1_2019-11-20T155646_067.csv"
## [1] "NOV2_round8_0807_cooper_female_black_10am_tank2_part2_2019-11-20T161712_962.csv"
## [1] "NOV2_round8_0807_cooper_female_blue_10am_tank4_part1_2019-11-20T161804_598.csv"
## [1] "NOV2_round8_0807_cooper_female_blue_10am_tank4_part2_2019-11-20T162032_987.csv"
## [1] "NOV2_round8_0807_cooper_female_green_10am_tank1_2019-11-20T163313_668.csv"
## [1] "NOV2_round8_0807_cooper_female_orange_10am_tank4_2019-11-20T190712_414.csv"
## [1] "NOV2_round8_0807_cooper_female_pink_10am_tank2_2019-11-20T192335_809.csv"
## [1] "NOV2_round8_0807_cooper_female_purple_10am_tank1_part1_2019-11-20T195020_568.csv"
## [1] "NOV2_round8_0807_cooper_female_purple_10am_tank1_part2_2019-11-20T200007_861.csv"
## [1] "NOV2_round8_0807_cooper_female_white_10am_tank3_part1_2019-11-20T200757_514.csv"
## [1] "NOV2_round8_0807_cooper_female_white_10am_tank3_part2_2019-11-20T202136_559.csv"
## [1] "NOV2_round8_0807_cooper_female_yellow_10am_tank3_2019-11-20T202657_270.csv"
## [1] "NOV2_round8_0807_cooper_male_green_10am_tank4_2019-11-21T151009_916.csv"
## [1] "NOV2_round8_0807_cooper_male_orange_10am_tank1_2019-11-21T152727_203.csv"
## [1] "NOV2_round8_0807_cooper_male_white_10am_tank3_2019-11-21T154952_731.csv"
## [1] "NOV2_round8_0807_cooper_male_yellow_10am_tank2_2019-11-21T155817_007.csv"

## [1] "average SL 4.76692913385827"

## [1] "average male SL 4.7765625"

## [1] "average female SL 4.75714285714286"

## [1] 0

preference over time data setup (both NOR and SPA)

running all the PCA’s first to keep them in order

Fig 3 - NOR pca loadings heatmap

## Importance of components:
##                          PC1    PC2    PC3     PC4     PC5     PC6     PC7
## Standard deviation     1.668 1.4602 1.2904 0.93575 0.92296 0.62383 0.50053
## Proportion of Variance 0.309 0.2369 0.1850 0.09729 0.09465 0.04324 0.02784
## Cumulative Proportion  0.309 0.5459 0.7309 0.82817 0.92282 0.96606 0.99390
##                           PC8      PC9
## Standard deviation     0.2343 0.002079
## Proportion of Variance 0.0061 0.000000
## Cumulative Proportion  1.0000 1.000000

## Bootstrap (r = 0.44)... Done.
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Supp 5 - SPA pca loadings heatmap and SPA PC2 boxplot by sex

## Importance of components:
##                           PC1    PC2    PC3    PC4     PC5     PC6     PC7
## Standard deviation     1.8898 1.4216 1.3566 1.0276 0.78117 0.66541 0.48306
## Proportion of Variance 0.3572 0.2021 0.1840 0.1056 0.06102 0.04428 0.02333
## Cumulative Proportion  0.3572 0.5593 0.7433 0.8489 0.90992 0.95419 0.97753
##                            PC8     PC9      PC10
## Standard deviation     0.45030 0.14812 2.763e-16
## Proportion of Variance 0.02028 0.00219 0.000e+00
## Cumulative Proportion  0.99781 1.00000 1.000e+00

## Bootstrap (r = 0.5)... Done.
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## [1] "does SPAPC2 differ by sex ? wilcox p value FDR corrected (10) =  0.0078"

## [1] "cohen"

## [1] 0.8837537

Fig 7 - combined PCA loadings heatmap

## Importance of components:
##                           PC1    PC2    PC3     PC4     PC5     PC6     PC7
## Standard deviation     2.1305 1.7541 1.4573 1.37830 1.31759 1.20644 1.11458
## Proportion of Variance 0.2389 0.1619 0.1118 0.09998 0.09137 0.07661 0.06538
## Cumulative Proportion  0.2389 0.4008 0.5126 0.61261 0.70398 0.78059 0.84597
##                            PC8     PC9    PC10    PC11    PC12    PC13    PC14
## Standard deviation     0.88893 0.77280 0.72328 0.62591 0.47032 0.36104 0.34454
## Proportion of Variance 0.04159 0.03143 0.02753 0.02062 0.01164 0.00686 0.00625
## Cumulative Proportion  0.88756 0.91900 0.94653 0.96715 0.97879 0.98565 0.99190
##                           PC15   PC16    PC17     PC18      PC19
## Standard deviation     0.28772 0.2222 0.14761 0.001073 2.352e-16
## Proportion of Variance 0.00436 0.0026 0.00115 0.000000 0.000e+00
## Cumulative Proportion  0.99626 0.9989 1.00000 1.000000 1.000e+00

## Bootstrap (r = 0.5)... Done.
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Fig 2A - NOR association time stacked bar graph by sex

## [1] "shapiro"

## [1] 1.009555e-10

## [1] "does nov % corner differ by sex? wilcox p value =  0.0222"

## [1] "cohen"

## [1] 0.4824511

## [1] "number"

## [1] 97

Fig 2B - NOR familiar preference segment 1 (60 seconds) stacked bar graph

## [1] 0.5538912 0.4461088 0.6428662 0.3571338

Fig 2C - NOR familiar preference across segments, interaction effect of sex

## # A tibble: 4 x 5
##   term                                     estimate std.error statistic  p.value
##   <chr>                                       <dbl>     <dbl>     <dbl>    <dbl>
## 1 (Intercept)                                 50.7      2.60      19.5  1.42e-12
## 2 fullframeint$segment                         1.16     0.419      2.77 1.35e- 2
## 3 fullframeint$sexmale                         7.35     3.68       2.00 6.31e- 2
## 4 fullframeint$segment:fullframeint$sexma…    -2.41     0.593     -4.07 8.93e- 4

## [1] "pvalue interaction of sex"

## [1] 0.0008930098

## [1] "male preference seg 1 differs from 50%"

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  seg1_mpreference_familiar_corner_and_interaction
## V = 742, p-value = 0.04034
## alternative hypothesis: true location is not equal to 0.5

## [1] "female preference seg 10 differs from 50%"

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  seg10_fpreference_familiar_corner_and_interaction
## V = 673, p-value = 0.04889
## alternative hypothesis: true location is not equal to 0.5

Fig 4A - SPA learners (234) vs nonlearners by sex stacked bar graph

## [1] "p value of spa trial 1, aka are fish picking randomly"

## [1] 0.3129554

## [1] "comparing males and females high vs everyone else"

## [1] 0.1866073

## [1] "binomial probability of 12 female learners(234)"

## 
## Results of Hypothesis Test
## --------------------------
## 
## Null Hypothesis:                 probability of success = 0.125
## 
## Alternative Hypothesis:          True probability of success is not equal to 0.125
## 
## Test Name:                       Exact binomial test
## 
## Estimated Parameter(s):          probability of success = 0.2352941
## 
## Data:                            12 and 51
## 
## Test Statistic:                  number of successes = 12
## 
## Test Statistic Parameter:        number of trials = 51
## 
## P-value:                         0.03037661
## 
## 95% Confidence Interval:         LCL = 0.1279081
##                                  UCL = 0.3749305

Fig 4B - SPA reward preference by sex stacked bar graph

## [1] "shapiro"

## [1] 2.499313e-11

## [1] "does spa % rewarded of decision time differ by sex? wilcox p value =  0.0316"

## [1] "cohen"

## [1] 0.4470425

Fig 4C - SPA decision latency boxplot by sex

## [1] "shapiro"

## [1] 2.130808e-16

## [1] "does SPAlatency_to_enter_a_corner differ by sex? wilcox p value =  0.0028"

## [1] "cohen"

## [1] 0.5382706

## [1] "number"

## [1] 90

Fig 4D - SPA decision latency by reward latency, interaction effect of sex

## # A tibble: 4 x 5
##   term                                     estimate std.error statistic  p.value
##   <chr>                                       <dbl>     <dbl>     <dbl>    <dbl>
## 1 (Intercept)                                -7.87    12.6       -0.626 5.34e- 1
## 2 df$SPAlatency_to_enter_correct_corner       0.912    0.0498    18.3   2.95e-26
## 3 df$sexmale                                 32.5     19.2        1.69  9.57e- 2
## 4 df$SPAlatency_to_enter_correct_corner:d…   -0.870    0.0859   -10.1   1.30e-14

## [1] "pvalue interaction of sex"

## [1] 1.296292e-14

Fig 4E - SA error correction speed boxplot by sex

## [1] "female afterage correction speed"

## [1] NA

## [1] 101.3307

## [1] 309.7711

## [1] "shapiro"

## [1] 0.02261496

## [1] "does correction_speed differ by sex? wilcox p value =  0.0289"

## [1] 1.192972

Fig 6A - SPA reward preference by NOR familiar preference filtering out 0’s and 1’s, linear regression

## [1] 0.03262059

Fig 6B - NOR interaction latency by SPA first choice boxplot

## [1] "NOVlatency_to_enter_a_interaction by SPAfirst_choice_correct_or_incorrect_corner"

## [1] "shapiro"

## [1] 6.565254e-20

## 
## Results of Hypothesis Test
## --------------------------
## 
## Null Hypothesis:                 location shift = 0
## 
## Alternative Hypothesis:          True location shift is not equal to 0
## 
## Test Name:                       Wilcoxon rank sum test with continuity correction
## 
## Data:                            df$NOVlatency_to_enter_a_interaction by df$SPAfirst_choice_correct_or_incorrect_corner
## 
## Test Statistic:                  W = 1062
## 
## P-value:                         0.01026327

## [1] "cohen"

## [1] 0.02953052

## [1] "number"

## [1] 80

Fig 6C - SPA decision latency by NOR first choice boxplot

## [1] "SPAlatency_to_enter_a_corner by NOVfirst_choice_familiar_or_novel"

## [1] "shapiro"

## [1] 2.130808e-16

## 
## Results of Hypothesis Test
## --------------------------
## 
## Null Hypothesis:                 location shift = 0
## 
## Alternative Hypothesis:          True location shift is not equal to 0
## 
## Test Name:                       Wilcoxon rank sum test
## 
## Data:                            df$SPAlatency_to_enter_a_corner by df$NOVfirst_choice_familiar_or_novel
## 
## Test Statistic:                  W = 427
## 
## P-value:                         0.03312775

## [1] "cohen"

## [1] 0.3333529

## [1] "number"

## [1] 71

Table 1 - model averaged importance of terms analysis for combined dataset

## [1] 41

## Initialization...
## TASK: Diagnostic of candidate set.
## Sample size: 41
## 0 factor(s).
## 19 covariate(s).
## 0 f exclusion(s).
## 0 c exclusion(s).
## 0 f:f exclusion(s).
## 0 c:c exclusion(s).
## 0 f:c exclusion(s).
## Size constraints: min =  1 max = -1
## Complexity constraints: min =  0 max = -1
## Your candidate set contains 524287 models.

## [1] "Number of BOTH models compared: 524287"

## Initialization...
## TASK: Exhaustive screening of candidate set.
## Fitting...
## 
## After 50 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 56.1768086192024

## 
## After 100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 56.3310423112022

## 
## After 150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.7242123757267

## 
## After 200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.5552400696676

## 
## After 250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.4848332721576

## 
## After 300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.076107797954

## 
## After 350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.908513061712

## 
## After 400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.8885321508456

## 
## After 450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.867762021179

## 
## After 500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.8620686682626

## 
## After 550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.8184380039826

## 
## After 600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.7818878741504

## 
## After 650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6826362032197

## 
## After 700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6826362032197

## 
## After 750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6797792082369

## 
## After 800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6797792082369

## 
## After 850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6679853509086

## 
## After 900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## 
## After 950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## 
## After 1000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## 
## After 1050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## 
## After 1100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6139265946852

## 
## After 1150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5984720167203

## 
## After 1200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5984720167203

## 
## After 1250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5984720167203

## 
## After 1300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5984720167203

## 
## After 1350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5921207403849

## 
## After 1400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5917753977645

## 
## After 1450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5917753977645

## 
## After 1500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5917753977645

## 
## After 1550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5917753977645

## 
## After 1600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5917753977645

## 
## After 1650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5917753977645

## 
## After 1700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 1750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 1800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 1850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 1900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 1950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 2000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 2050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 2100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.5894575201434

## 
## After 2150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.4858297337179

## 
## After 2200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.3002410301817

## 
## After 2250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.234192554696

## 
## After 2300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.2229212927292

## 
## After 2350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.2111569603363

## 
## After 2400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.1790796090678

## 
## After 2450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.1618540160042

## 
## After 2500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.129095781329

## 
## After 2550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.129095781329

## 
## After 2600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.129095781329

## 
## After 2650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.129095781329

## 
## After 2700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.1208523012607

## 
## After 2750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0965991760434

## 
## After 2800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0965991760434

## 
## After 2850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0965991760434

## 
## After 2900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0965991760434

## 
## After 2950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0965991760434

## 
## After 3000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0912238318339

## 
## After 3050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0912238318339

## 
## After 3100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0912238318339

## 
## After 3150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0912238318339

## 
## After 3200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0849631910266

## 
## After 3250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0849631910266

## 
## After 3300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 3950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 4000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 4050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 4100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 4150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 4200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0759297192611

## 
## After 4250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.0023800714146

## 
## After 4300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.8977175280563

## 
## After 4350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7678693979834

## 
## After 4400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7648099026735

## 
## After 4450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.759587923313

## 
## After 4500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.759587923313

## 
## After 4550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7319224593525

## 
## After 4600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7135025273672

## 
## After 4650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7135025273672

## 
## After 4700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7135025273672

## 
## After 4750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7135025273672

## 
## After 4800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.7067307413183

## 
## After 4850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6772570830975

## 
## After 4900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6697722613218

## 
## After 4950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6697722613218

## 
## After 5000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6697722613218

## 
## After 5050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6697722613218

## 
## After 5100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6697722613218

## 
## After 5150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6677189379699

## 
## After 5200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6677189379699

## 
## After 5250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6677189379699

## 
## After 5300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6677189379699

## 
## After 5350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6665022740217

## 
## After 5400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 5950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6646868484195

## 
## After 6400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6634769859408

## 
## After 6450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 6950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 7950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6617514082927

## 
## After 8500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 8950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 9950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 10950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 11950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6555812073124

## 
## After 12750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 12800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 12850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 12900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 12950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 13950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 14950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 15950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 16950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6520825482409

## 
## After 17000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6430105419151

## 
## After 17050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 17950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 18950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 19950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 20950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 21000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 21050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 21100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 21150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6382709887364

## 
## After 21200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 21950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 22950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 23950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 24950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 25950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 26950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 27950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 28950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 29950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 30950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 31950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 32950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.638258014479

## 
## After 33950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 34950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 35950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 36950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 37950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 38000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 38050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 38100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335581515783

## 
## After 38150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 38950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 39950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 40950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 41950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 42950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 43950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 44950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 45950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 46950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 47950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 48950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 49950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 50950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 51950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 52950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 53950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 54950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 55950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 56950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 57950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 58950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 59950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 60950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 61950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 62950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 63950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 64950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 65950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 66950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6335329458706

## 
## After 67850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.62404452329

## 
## After 67900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 67950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 68950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 69950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 70950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 71950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 72000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6208725483966

## 
## After 72050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 72950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 73950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 74950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 75950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 76950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 77950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 78950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 79950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 80950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 81950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 82950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 83950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 84950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 85950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 86950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 87950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 88950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 89950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 90950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 91950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 92950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 93950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 94950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 95950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 96950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 97950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 98950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 99950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 1e+05 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 100950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 101950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 102950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 103950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 104950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 105950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 106950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 107950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 108950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 109950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 110950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 111950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 112950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 113950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 114950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 115950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 116950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 117950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 118950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 119950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 120950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 121950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 122950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 123950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 124950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 125950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 126950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 127950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 128950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 129950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 130950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 131950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 132950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 133950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 134950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6207487915024

## 
## After 135650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 135700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 135750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 135800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 135850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 135900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 135950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 136950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 137950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 138950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6161243072334

## 
## After 139850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.614726358596

## 
## After 139900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.614726358596

## 
## After 139950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 140950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 141950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 142950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 143950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 144950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 145950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 146950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 147950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 148950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 149950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 150950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 151950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 152950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 153950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 154950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 155950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 156950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 157950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 158950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 159950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 160950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 161950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 162950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 163950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 164950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 165950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 166950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 167950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 168950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 169950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 170950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 171950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 172950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 173950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 174950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 175950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 176950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 177950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 178950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 179950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 180950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 181950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 182950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 183950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 184950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 185950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 186950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 187950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 188950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 189950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 190950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 191950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 192950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 193950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 194950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 195950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 196950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 197950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 198950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 199950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 2e+05 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 200950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 201950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 202950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 203950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 204950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 205950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 206950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 207950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 208950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 209950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 210950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 211950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 212950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 213950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 214950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 215950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 216950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 217950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 218950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 219950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 220950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 221950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 222950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 223950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 224950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 225950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 226950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 227950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 228950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 229950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 230950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 231950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 232950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 233950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 234950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 235950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 236950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 237950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 238950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 239950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 240950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 241950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 242950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 243950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 244950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 245950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 246950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 247950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 248950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 249950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 250950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 251950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 252950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 253950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 254950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 255950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 256950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 257950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 258950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 259950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 260950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 261950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 262950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 263950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 264950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 265950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 266950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 267950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 268950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 269950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 270950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 271000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 271050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 271100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 271150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 53.6132111334514

## 
## After 271200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.5237964852431

## 
## After 271250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.3145383756896

## 
## After 271300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.1836533877086

## 
## After 271350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.1664606864521

## 
## After 271400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.1564360727544

## 
## After 271450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.1564360727544

## 
## After 271500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.0844470389978

## 
## After 271550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.0548151405145

## 
## After 271600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.0533697239928

## 
## After 271650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.0533697239928

## 
## After 271700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.0533697239928

## 
## After 271750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 53.0350778105171

## 
## After 271800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.9183305840262

## 
## After 271850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.9088199210663

## 
## After 271900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.9088199210663

## 
## After 271950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.9053730287002

## 
## After 272000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.9053730287002

## 
## After 272050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.9053730287002

## 
## After 272100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.8958872051899

## 
## After 272150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.8958872051899

## 
## After 272200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.8958872051899

## 
## After 272250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.8958872051899

## 
## After 272300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.8817613333366

## 
## After 272350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 272950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.873644417764

## 
## After 273350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.7776264685498

## 
## After 273400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.6131651967619

## 
## After 273450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.6065186825857

## 
## After 273500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.6053062387818

## 
## After 273550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5946566141644

## 
## After 273600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5910529916748

## 
## After 273650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5635499962572

## 
## After 273700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5635499962572

## 
## After 273750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5635499962572

## 
## After 273800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5635499962572

## 
## After 273850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5599187055291

## 
## After 273900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.5599187055291

## 
## After 273950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4734859987005

## 
## After 274000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4734859987005

## 
## After 274050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4689648173906

## 
## After 274100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4689648173906

## 
## After 274150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4689648173906

## 
## After 274200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4633522866253

## 
## After 274250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4633522866253

## 
## After 274300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4633522866253

## 
## After 274350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4633522866253

## 
## After 274400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4633522866253

## 
## After 274450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 274950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4570268911932

## 
## After 275450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.439347902203

## 
## After 275500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 275950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 276000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4149928749366

## 
## After 276050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4098781176304

## 
## After 276600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 276650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 276700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 276750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 276800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 276850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 276900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 276950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4055281505332

## 
## After 277650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 277700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 277750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 277800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 277850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 277900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 277950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 278950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.4014742244972

## 
## After 279700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3700148009868

## 
## After 279750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 279800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 279850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 279900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 279950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 280950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3605963875922

## 
## After 281800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3422016355397

## 
## After 281850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.3121114097234

## 
## After 281900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2734006505222

## 
## After 281950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2734006505222

## 
## After 282000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2734006505222

## 
## After 282050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2734006505222

## 
## After 282100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2734006505222

## 
## After 282150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.272958614092

## 
## After 282200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.272958614092

## 
## After 282250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.272958614092

## 
## After 282300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.272958614092

## 
## After 282350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.272958614092

## 
## After 282400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 282950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2690979570898

## 
## After 283950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 284950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 285950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 286950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 287950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 288000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 288050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 288100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2671670232088

## 
## After 288150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2588459679657

## 
## After 288200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2588459679657

## 
## After 288250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2463571489586

## 
## After 288750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 288800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 288850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 288900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 288950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 289950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2398896452924

## 
## After 290350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 290950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 291950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 292950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 293950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 294950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 295950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 296950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 297950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 298950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 299950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 3e+05 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 300950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 301950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 302950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 303950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 304950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 305000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 305050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2369786245076

## 
## After 305100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 305950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 306950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 307000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 307050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 307100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 307150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 307200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 307250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2307882206699

## 
## After 307300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 307950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 308950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 309950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 310950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 311950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 312950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 313950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 314950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 315950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 316950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 317950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 318950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 319950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 320950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 321950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 322950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 323950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 324950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 325950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 326950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 327950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 328950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 329950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 330950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 331950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 332950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 333950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 334950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 335950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 336950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 337950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 338950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2271138146968

## 
## After 339000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2222539894614

## 
## After 339050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2222539894614

## 
## After 339100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 339950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 340950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 341000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 341050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 341100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 341150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2220815433908

## 
## After 341200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 341950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 342950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 343950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 344950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 345950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 346950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2209442132025

## 
## After 347500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 347950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.2181775529315

## 
## After 348550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.1972664240725

## 
## After 348600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.18275370682

## 
## After 348650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.18275370682

## 
## After 348700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.18275370682

## 
## After 348750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.18275370682

## 
## After 348800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.1314923035416

## 
## After 348850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.1176464679319

## 
## After 348900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.0847628383669

## 
## After 348950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.0847628383669

## 
## After 349000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.0847628383669

## 
## After 349050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.0847628383669

## 
## After 349100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner+NOVmean_nov_int_bout_duration
## Crit= 49.8536238217881
## Mean crit= 52.0787581549161

## 
## After 349150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.9431152403222

## 
## After 349200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.9173403572679

## 
## After 349250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.9173403572679

## 
## After 349300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8519805387524

## 
## After 349350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8519805387524

## 
## After 349400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8450637198813

## 
## After 349450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8450637198813

## 
## After 349500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8450637198813

## 
## After 349550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8450637198813

## 
## After 349600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8450637198813

## 
## After 349650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 349700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 349750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 349800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 349850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 349900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 349950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8408683652395

## 
## After 350650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.8393459933416

## 
## After 350700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.7195626675455

## 
## After 350750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.6186623925993

## 
## After 350800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.6186623925993

## 
## After 350850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.6092733499291

## 
## After 350900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.6092733499291

## 
## After 350950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.585645664215

## 
## After 351000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5583957491918

## 
## After 351050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5583957491918

## 
## After 351100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5583957491918

## 
## After 351150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5583957491918

## 
## After 351200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5583957491918

## 
## After 351250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5236225486571

## 
## After 351300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5036777565914

## 
## After 351350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.5036777565914

## 
## After 351400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 351950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.495473158196

## 
## After 352800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.4616932517609

## 
## After 352850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.311528859682

## 
## After 352900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.311528859682

## 
## After 352950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.311528859682

## 
## After 353000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.306154664781

## 
## After 353050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.299066414425

## 
## After 353100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2679721396672

## 
## After 353150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2679721396672

## 
## After 353200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2679721396672

## 
## After 353250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2679721396672

## 
## After 353300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2679721396672

## 
## After 353350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2679721396672

## 
## After 353400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2288491601271

## 
## After 353450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2288491601271

## 
## After 353500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2248924526419

## 
## After 353550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2248924526419

## 
## After 353600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2248924526419

## 
## After 353650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2248924526419

## 
## After 353700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2248924526419

## 
## After 353750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2248924526419

## 
## After 353800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2248924526419

## 
## After 353850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.2228991414349

## 
## After 353900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0830241716637

## 
## After 353950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0718432465946

## 
## After 354000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0718432465946

## 
## After 354050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0695031709703

## 
## After 354100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0646485351658

## 
## After 354150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0390218675305

## 
## After 354200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0390218675305

## 
## After 354250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0390218675305

## 
## After 354300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0390218675305

## 
## After 354350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0390218675305

## 
## After 354400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0390218675305

## 
## After 354450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0135435808541

## 
## After 354500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0135435808541

## 
## After 354550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0135435808541

## 
## After 354600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 354650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 354700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 354750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 354800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 354850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 354900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 354950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0127484614616

## 
## After 355750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 355800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 355850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 355900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 355950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 356950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 357950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 358950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 359950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 360950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 361950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 362950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 363950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 364950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 365950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 366950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 367950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 368950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 369950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 370950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 371950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_platform+SPAlatency_to_enter_a_corner+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 48.3462412210395
## Mean crit= 51.0051810728035

## 
## After 372600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 372650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 372700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 372750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 372800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 372850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 372900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 372950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 373950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 374950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 375950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 376950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 377950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 378950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 379950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 380950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 381950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 382950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 383000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9282818749345

## 
## After 383050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9205960220826

## 
## After 383100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9205960220826

## 
## After 383150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9205960220826

## 
## After 383200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 383950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 384950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 385950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 386950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 387950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 388950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 389950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 390950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 391950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 392950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 393950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 394950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 395950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 396950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 397950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 398950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 399950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 4e+05 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 400950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 401950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 402950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 403950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 404950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 405950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 406950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 407950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 408950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 409950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 410950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 411950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 412950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 413950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 414950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 415950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 416950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082493862623

## 
## After 417450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 417950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 418950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 419950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 420950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 421950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 422950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 423950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 424950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 425950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 426950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 427950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 428950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 429950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 430950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 431950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 432950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 433950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 434950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 435950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 436950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 437950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 438950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 439950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 440950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 441950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 442950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 443950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 444950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 445950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 446950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 447950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 448950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 449950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 450950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 451950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 452950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 453950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 454950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 455950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 456950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 457950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 458950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 459950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 460950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 461950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 462950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 463950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 464950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 465950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 466950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 467950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 468950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 469950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 470950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 471950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 472950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 473950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 474950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 475950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 476950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 477950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 478950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 479950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 480950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 481950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 482950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 483950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.9082174677211

## 
## After 484450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.8996396167354

## 
## After 484500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.8996396167354

## 
## After 484550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.8996396167354

## 
## After 484600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.8996396167354

## 
## After 484650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.8996396167354

## 
## After 484700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.8996396167354

## 
## After 484750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7690960924067

## 
## After 484800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7690960924067

## 
## After 484850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7680416420076

## 
## After 484900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7292923464826

## 
## After 484950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7292923464826

## 
## After 485000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 485950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.7263292914444

## 
## After 486850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 486900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 486950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 487950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6469692685312

## 
## After 488950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.6273557729

## 
## After 489000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 489950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 490000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.5696226793144

## 
## After 490050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 490950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 491950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 492950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 493950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 494950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 495950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 496950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 497950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 498950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 499950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 5e+05 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 500950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 501950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 502950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 503950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 504950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 505950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 506950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 507950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 508950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 509950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 510950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 511950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 512950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 513950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 514950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 515950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 516950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 517950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4839616037267

## 
## After 518650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 518700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 518750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 518800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 518850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 518900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 518950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 519950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 520950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 521950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 522950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 523950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 524950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 525950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 526950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 527950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 528950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 529950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 530950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 531950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 532950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 533950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 534950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 535950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 536950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 537950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 538950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 539950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 540950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 541950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## 
## After 542350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_correct_including_corners_following_first_correct_corner_entry+SPAprop_sum_corner+SPAlatency_to_enter_a_corner+SPAprop_sum_wall+SPAlatency_to_enter_correct_corner+NOVprop_sum_interaction+NOVprop_sum_alley+NOVprop_sum_corner+NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time+NOVlatency_to_enter_a_interaction+NOVnov_entries+NOVmean_nov_int_bout_duration
## Crit= 44.1538461538462
## Mean crit= 50.4772397007502

## Completed.

## [1] "BEST BOTH MODEL"

## Error in fitfunc(formula = sex ~ 1, family = ..1) : 
##   could not find function "fitfunc"

Observations	41
Dependent variable	sex
Type	Generalized linear model
Family	binomial
Link	logit

𝛘²(NA)	NA
Pseudo-R² (Cragg-Uhler)	NA
Pseudo-R² (McFadden)	NA
AIC	28.00
BIC	51.99

	Est.	S.E.	z val.	p
(Intercept)	-134399638781658672.00	34007991407.06	-3952001.67	0.00
SPAprop_correct_including_corners_of_corner_and_platform_time	3610572552630118.00	144353208.23	25012070.03	0.00
SPAprop_correct_including_corners_following_first_correct_corner_entry	-3800029349668651.00	162981338.27	-23315732.89	0.00
SPAprop_sum_corner	-1631740004285939.00	44445299.89	-36713443.45	0.00
SPAlatency_to_enter_a_corner	-27182966686740.20	216357.01	-125639409.85	0.00
SPAprop_sum_wall	3727075324788609.00	342281628.72	10888914.31	0.00
SPAlatency_to_enter_correct_corner	8871347291438.90	187502.87	47313127.70	0.00
NOVprop_sum_interaction	117572257583306080.00	34027429196.01	3455220.11	0.00
NOVprop_sum_alley	136606456057921936.00	34028939052.61	4014420.07	0.00
NOVprop_sum_corner	133184431618287456.00	34034037784.98	3913271.54	0.00
NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time	1781103326786587.00	50631238.85	35177952.73	0.00
NOVlatency_to_enter_a_interaction	-13520026560077.90	1016317.79	-13302951.74	0.00
NOVnov_entries	86780989567602.00	1907362.33	45497904.84	0.00
NOVmean_nov_int_bout_duration	399466285730713.00	4942800.62	80817802.81	0.00
Standard errors: MLE

## [1] "McFadden of bestAICc BOTH"

## [1] 1

## [1] "AICc of best BOTH"

## [1] 44.15385

##                                                                        Importance
## NOVfam_entries                                                         0.03268697
## SPAnumber_of_entries_total                                             0.09649584
## SPAlatency_to_enter_a_platform                                         0.16124763
## NOVlatency_to_enter_a_interaction                                      0.18338140
## SPAprop_sum_wall                                                       0.23893499
## NOVmean_fam_int_bout_duration                                          0.28115964
## SPAprop_sum_platform                                                   0.35232594
## SPAprop_correct_including_corners_following_first_correct_corner_entry 0.35773033
## SPAprop_sum_corner_and_platform                                        0.36492215
## SPAprop_correct_including_corners_of_corner_and_platform_time          0.39388293
## NOVprop_sum_corner                                                     0.51998886
## NOVprop_sum_alley                                                      0.54814020
## SPAlatency_to_enter_correct_corner                                     0.62219968
## NOVprop_sum_interaction                                                0.75750661
## SPAprop_sum_corner                                                     0.76931477
## SPAlatency_to_enter_a_corner                                           0.79953054
## NOVnov_entries                                                         0.92654057
## NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time 0.93802932
## NOVmean_nov_int_bout_duration                                          0.99495411
## (Intercept)                                                            1.00000000

SUPPLEMENTALS

Supp 3 - NOV male & female location time series (~1 minute segments)

Supp 4 - SPA trial 4 first choice rewarded or unrewarded, stacked bar graph by sex

## [1] "sex by first choice"

##   choice1 choice2
## 1      25      34
## 2      32      20

## 
## Results of Hypothesis Test
## --------------------------
## 
## Alternative Hypothesis:          
## 
## Test Name:                       Pearson's Chi-squared test
## 
## Data:                            solve
## 
## Test Statistic:                  X-squared = 4.064
## 
## Test Statistic Parameter:        df = 1
## 
## P-value:                         0.04380663

## [1] 0.04380663

Supp 5 - SPA male & female location time series (~1 minute segments)

## [1] "shapiro"

## [1] 3.09371e-08

## [1] "does SPAprop_sum_platform differ by sex? wilcox p value =  0.5536"

## [1] "shapiro"

## [1] 6.613349e-13

## [1] "does SPAprop_sum_corner differ by sex? wilcox p value =  0.0715"

## [1] "shapiro"

## [1] 4.02266e-15

## [1] "does SPAprop_sum_wall differ by sex? wilcox p value =  0.0454"

## [1] "shapiro"

## [1] 2.77872e-19

## [1] "does SPAprop_neutral_zone differ by sex? wilcox p value =  0.6752"

Supp 6 - glmulti selected model and model averaged importance of terms analysis for SPA and NOR individually

## [1] 41

## Initialization...
## TASK: Diagnostic of candidate set.
## Sample size: 41
## 0 factor(s).
## 10 covariate(s).
## 0 f exclusion(s).
## 0 c exclusion(s).
## 0 f:f exclusion(s).
## 0 c:c exclusion(s).
## 0 f:c exclusion(s).
## Size constraints: min =  1 max = -1
## Complexity constraints: min =  0 max = -1
## Your candidate set contains 1023 models.

## [1] "Number of SPA models compared: 1023"

## Initialization...
## TASK: Exhaustive screening of candidate set.
## Fitting...
## 
## After 50 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 56.1768086192024

## 
## After 100 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 56.3310423112022

## 
## After 150 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.7242123757267

## 
## After 200 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.5552400696676

## 
## After 250 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.4848332721576

## 
## After 300 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 55.076107797954

## 
## After 350 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.908513061712

## 
## After 400 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.8885321508456

## 
## After 450 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.867762021179

## 
## After 500 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.8620686682626

## 
## After 550 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.8184380039826

## 
## After 600 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.7818878741504

## 
## After 650 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6826362032197

## 
## After 700 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6826362032197

## 
## After 750 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6797792082369

## 
## After 800 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6797792082369

## 
## After 850 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6679853509086

## 
## After 900 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## 
## After 950 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## 
## After 1000 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## 
## After 1050 models:
## Best model: sex~1+SPAprop_correct_including_corners_of_corner_and_platform_time+SPAprop_sum_corner
## Crit= 51.339836213075
## Mean crit= 54.6532451929146

## Completed.

## [1] "BEST SPA MODEL"

## Error in fitfunc(formula = sex ~ 1, family = ..1) : 
##   could not find function "fitfunc"

Observations	41
Dependent variable	sex
Type	Generalized linear model
Family	binomial
Link	logit

𝛘²(NA)	NA
Pseudo-R² (Cragg-Uhler)	NA
Pseudo-R² (McFadden)	NA
AIC	50.69
BIC	55.83

	Est.	S.E.	z val.	p
(Intercept)	3.12	1.32	2.37	0.02
SPAprop_correct_including_corners_of_corner_and_platform_time	-3.02	1.43	-2.11	0.04
SPAprop_sum_corner	-4.45	2.05	-2.18	0.03
Standard errors: MLE

## [1] "McFadden of bestAICc SPA"

## [1] 0.2133727

## [1] "AICc of best SPA"

## [1] 51.33984

##                                                                        Importance
## SPAprop_sum_wall                                                       0.06742759
## SPAlatency_to_enter_correct_corner                                     0.19390881
## SPAlatency_to_enter_a_platform                                         0.19728669
## SPAprop_sum_corner_and_platform                                        0.26853946
## SPAnumber_of_entries_total                                             0.31213124
## SPAprop_correct_including_corners_following_first_correct_corner_entry 0.32660784
## SPAprop_sum_platform                                                   0.33152292
## SPAlatency_to_enter_a_corner                                           0.35158456
## SPAprop_correct_including_corners_of_corner_and_platform_time          0.43867812
## SPAprop_sum_corner                                                     0.75444488
## (Intercept)                                                            1.00000000

## Initialization...
## TASK: Diagnostic of candidate set.
## Sample size: 41
## 0 factor(s).
## 9 covariate(s).
## 0 f exclusion(s).
## 0 c exclusion(s).
## 0 f:f exclusion(s).
## 0 c:c exclusion(s).
## 0 f:c exclusion(s).
## Size constraints: min =  1 max = -1
## Complexity constraints: min =  0 max = -1
## Your candidate set contains 511 models.

## [1] "Number of NOV models compared: 511"

## Initialization...
## TASK: Exhaustive screening of candidate set.
## Fitting...
## 
## After 50 models:
## Best model: sex~1+NOVprop_sum_corner
## Crit= 59.3369730966754
## Mean crit= 63.5391984506557

## 
## After 100 models:
## Best model: sex~1+NOVprop_sum_corner
## Crit= 59.3369730966754
## Mean crit= 64.338704686324

## 
## After 150 models:
## Best model: sex~1+NOVprop_sum_corner
## Crit= 59.3369730966754
## Mean crit= 63.5982135716896

## 
## After 200 models:
## Best model: sex~1+NOVprop_sum_corner
## Crit= 59.3369730966754
## Mean crit= 63.4226193234956

## 
## After 250 models:
## Best model: sex~1+NOVprop_sum_corner
## Crit= 59.3369730966754
## Mean crit= 63.3578923007145

## 
## After 300 models:
## Best model: sex~1+NOVmean_nov_int_bout_duration
## Crit= 59.3066240233228
## Mean crit= 62.6360787319665

## 
## After 350 models:
## Best model: sex~1+NOVmean_nov_int_bout_duration
## Crit= 59.3066240233228
## Mean crit= 62.3185776313373

## 
## After 400 models:
## Best model: sex~1+NOVmean_nov_int_bout_duration
## Crit= 59.3066240233228
## Mean crit= 62.2099126040563

## 
## After 450 models:
## Best model: sex~1+NOVmean_nov_int_bout_duration
## Crit= 59.3066240233228
## Mean crit= 62.1548903182133

## 
## After 500 models:
## Best model: sex~1+NOVmean_nov_int_bout_duration
## Crit= 59.3066240233228
## Mean crit= 62.1347346178765

## Completed.

## [1] "BEST NOV MODEL"

## Error in fitfunc(formula = sex ~ 1, family = ..1) : 
##   could not find function "fitfunc"

Observations	41
Dependent variable	sex
Type	Generalized linear model
Family	binomial
Link	logit

𝛘²(NA)	NA
Pseudo-R² (Cragg-Uhler)	NA
Pseudo-R² (McFadden)	NA
AIC	58.99
BIC	62.42

	Est.	S.E.	z val.	p
(Intercept)	-0.56	0.50	-1.11	0.27
NOVmean_nov_int_bout_duration	0.15	0.12	1.28	0.20
Standard errors: MLE

## [1] "McFadden of bestAICc NOV"

## [1] 0.03208456

## [1] "AICc of best NOV"

## [1] 59.30662

##                                                                        Importance
## NOVmean_fam_int_bout_duration                                           0.1438487
## NOVlatency_to_enter_a_interaction                                       0.1561737
## NOVfam_entries                                                          0.1569398
## NOVprop_sum_interaction                                                 0.2246150
## NOVprop_sum_corner                                                      0.3086410
## NOVnov_entries                                                          0.3341324
## NOVprop_sum_alley                                                       0.3491010
## NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time  0.4157714
## NOVmean_nov_int_bout_duration                                           0.5623127
## (Intercept)                                                             1.0000000

Other statistics included in the manuscript

## [1] "NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time by sex"

## [1] "shapiro"

## [1] 3.881836e-08

## 
## Results of Hypothesis Test
## --------------------------
## 
## Null Hypothesis:                 location shift = 0
## 
## Alternative Hypothesis:          True location shift is not equal to 0
## 
## Test Name:                       Wilcoxon rank sum test with continuity correction
## 
## Data:                            df$NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time by df$sex
## 
## Test Statistic:                  W = 1268
## 
## P-value:                         0.3857576

## [1] "cohen"

## [1] 0.1878443

## [1] "number"

## [1] 96

## [1] "NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time by NOVround"

## [1] "shapiro"

## [1] 3.881836e-08

## 
## Results of Hypothesis Test
## --------------------------
## 
## Alternative Hypothesis:          
## 
## Test Name:                       Kruskal-Wallis rank sum test
## 
## Data:                            df$NOVprop_familiar_interaction_and_corner_of_interaction_and_corner_time by df$NOVround
## 
## Test Statistic:                  Kruskal-Wallis chi-squared = 10.2578
## 
## Test Statistic Parameter:        df = 7
## 
## P-value:                         0.1744287

## [1] 96

## [1] "SPAprop_correct_including_corners_of_corner_and_platform_time by sex"

## [1] "shapiro"

## [1] 2.499313e-11

## 
## Results of Hypothesis Test
## --------------------------
## 
## Null Hypothesis:                 location shift = 0
## 
## Alternative Hypothesis:          True location shift is not equal to 0
## 
## Test Name:                       Wilcoxon rank sum test with continuity correction
## 
## Data:                            df$SPAprop_correct_including_corners_of_corner_and_platform_time by df$sex
## 
## Test Statistic:                  W = 1346
## 
## P-value:                         0.0316334

## [1] "cohen"

## [1] 0.4470425

## [1] "number"

## [1] 93

## [1] "NOVlatency_to_enter_a_interaction by sex"

## [1] "shapiro"

## [1] 6.565254e-20

## 
## Results of Hypothesis Test
## --------------------------
## 
## Null Hypothesis:                 location shift = 0
## 
## Alternative Hypothesis:          True location shift is not equal to 0
## 
## Test Name:                       Wilcoxon rank sum test with continuity correction
## 
## Data:                            df$NOVlatency_to_enter_a_interaction by df$sex
## 
## Test Statistic:                  W = 1275
## 
## P-value:                         0.4633761

## [1] "cohen"

## [1] 0.1979855

## [1] "number"

## [1] 97

## [1] "NOVprop_sum_interaction by sex"

## [1] "shapiro"

## [1] 2.435265e-14

## 
## Results of Hypothesis Test
## --------------------------
## 
## Null Hypothesis:                 location shift = 0
## 
## Alternative Hypothesis:          True location shift is not equal to 0
## 
## Test Name:                       Wilcoxon rank sum test with continuity correction
## 
## Data:                            df$NOVprop_sum_interaction by df$sex
## 
## Test Statistic:                  W = 987
## 
## P-value:                         0.1801925

## [1] "cohen"

## [1] 0.3310041

## [1] "number"

## [1] 97

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  listcap
## V = 472.5, p-value = 0.5869
## alternative hypothesis: true location is not equal to 0.5

## 
##  Wilcoxon rank sum test with continuity correction
## 
## data:  df$NOVprop_sum_interaction by df$sex
## W = 987, p-value = 0.1802
## alternative hypothesis: true location shift is not equal to 0

## [1] "average preference for the cap across all contexts"

## [1] 0.5532532

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  listball
## V = 571, p-value = 0.09509
## alternative hypothesis: true location is not equal to 0.5

## [1] "average preference for the ball across all contexts"

## [1] 0.4264968

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  listweigh
## V = 388.5, p-value = 0.5869
## alternative hypothesis: true location is not equal to 0.5

## [1] "average preference for the weigh across all contexts"

## [1] 0.4467468

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  listtube
## V = 969, p-value = 0.09509
## alternative hypothesis: true location is not equal to 0.5

## [1] "average preference for the tube across all contexts"

## [1] 0.5735032

## [1] "average preference for the cap across all contexts"

## [1] 0.5532532

## [1] "average preference for the ball across all contexts"

## [1] 0.4264968

## [1] "average preference for the weigh across all contexts"

## [1] 0.4467468

## [1] "average preference for the tube across all contexts"

## [1] 0.5735032

## [1] "capweigh"

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  temp$pref by temp$object
## V = 389, p-value = 0.2286
## alternative hypothesis: true location shift is not equal to 0

## [1] "balltube"

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  temp$pref by temp$object
## V = 497, p-value = 0.05362
## alternative hypothesis: true location shift is not equal to 0

## 
##  Wilcoxon rank sum test with continuity correction
## 
## data:  df$SPAprop_sum_wall by df$sex
## W = 1023, p-value = 0.04543
## alternative hypothesis: true location shift is not equal to 0

## [1] "cohen"

## [1] 0.4351267

## [1] "does first nov choice vary by which pair of objects received"

## [1] 0.1084447

## [1] 4.493333